"""Knowledge query helpers."""

from __future__ import annotations

from typing import List, Dict, Any


def query_index(domain: str, query: str, limit: int = 5) -> List[Dict[str, Any]]:
    """Query the knowledge index (Phase 1 stub)."""
    raise NotImplementedError
